ECG arrhythmia Discrimination using SVM and Nonlinear and Non-stationary Decomposition.
Fakheraldin Y. O. AbdallaLongwen WuHikmat UllahHassan MkinduYuting NieYaqin ZhaoPublished in: ISSPIT (2019)
Keyphrases
- non stationary
- ecg signals
- heart rate variability
- support vector
- support vector machine svm
- beat classification
- biomedical signals
- feature selection
- support vector machine
- knn
- svm classifier
- wavelet packet
- mit bih arrhythmia database
- adaptive algorithms
- multi class
- blind source separation
- cardiac arrhythmias
- white noise
- heart rate
- empirical mode decomposition
- autoregressive
- feature vectors
- atrial fibrillation
- feature space
- stock price
- kernel function
- kernel svms
- multiresolution
- change point detection
- intrinsic mode functions
- fractional brownian motion
- financial time series
- decomposition algorithm
- speech signal